| Number of Variables | 16 |
|---|---|
| Number of Rows | 62630 |
| Missing Cells | 0 |
| Missing Cells (%) | 0.0% |
| Duplicate Rows | 0 |
| Duplicate Rows (%) | 0.0% |
| Total Size in Memory | 7.6 MB |
| Average Row Size in Memory | 128.0 B |
| Variable Types |
|
| Unnamed: 0 is uniformly distributed | Uniform |
|---|---|
| UTC is skewed | Skewed |
| Temperature[C] is skewed | Skewed |
| Humidity[%] is skewed | Skewed |
| TVOC[ppb] is skewed | Skewed |
| eCO2[ppm] is skewed | Skewed |
| Raw H2 is skewed | Skewed |
| Raw Ethanol is skewed | Skewed |
| Pressure[hPa] is skewed | Skewed |
| PM1.0 is skewed | Skewed |
| PM2.5 is skewed | Skewed |
|---|---|
| NC0.5 is skewed | Skewed |
| NC1.0 is skewed | Skewed |
| NC2.5 is skewed | Skewed |
| Fire Alarm has constant length 1 | Constant Length |
| Temperature[C] has 12024 (19.2%) negatives | Negatives |
numerical
| Approximate Distinct Count | 62630 |
|---|---|
| Approximate Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 1002080 |
| Mean | 31314.5 |
| Minimum | 0 |
| Maximum | 62629 |
| Zeros | 1 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 3131.45 |
| Q1 | 15657.25 |
| Median | 31314.5 |
| Q3 | 46971.75 |
| 95-th Percentile | 59497.55 |
| Maximum | 62629 |
| Range | 62629 |
| IQR | 31314.5 |
| Mean | 31314.5 |
|---|---|
| Standard Deviation | 18079.868 |
| Variance | 3.2688e+08 |
| Sum | 1.9612e+09 |
| Skewness | 0 |
| Kurtosis | -1.2 |
| Coefficient of Variation | 0.5774 |
numerical
| Approximate Distinct Count | 62630 |
|---|---|
| Approximate Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 1002080 |
| Mean | 1.6548e+09 |
| Minimum | 1654712187 |
| Maximum | 1655130051 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1654712187 |
|---|---|
| 5-th Percentile | 1.6547e+09 |
| Q1 | 1.6547e+09 |
| Median | 1.6548e+09 |
| Q3 | 1.6548e+09 |
| 95-th Percentile | 1.6551e+09 |
| Maximum | 1655130051 |
| Range | 417864 |
| IQR | 34332.5 |
| Mean | 1.6548e+09 |
|---|---|
| Standard Deviation | 110002.4881 |
| Variance | 1.2101e+10 |
| Sum | 1.0364e+14 |
| Skewness | 2.5464 |
| Kurtosis | 4.9572 |
| Coefficient of Variation | 6.6475e-05 |
numerical
| Approximate Distinct Count | 21672 |
|---|---|
| Approximate Unique (%) | 34.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 1002080 |
| Mean | 15.9704 |
| Minimum | -22.01 |
| Maximum | 59.93 |
| Zeros | 1 |
| Zeros (%) | 0.0% |
| Negatives | 12024 |
| Negatives (%) | 19.2% |
| Minimum | -22.01 |
|---|---|
| 5-th Percentile | -9.271 |
| Q1 | 10.9942 |
| Median | 20.13 |
| Q3 | 25.4095 |
| 95-th Percentile | 28.94 |
| Maximum | 59.93 |
| Range | 81.94 |
| IQR | 14.4153 |
| Mean | 15.9704 |
|---|---|
| Standard Deviation | 14.3596 |
| Variance | 206.1974 |
| Sum | 1.0002e+06 |
| Skewness | -0.6199 |
| Kurtosis | 0.4534 |
| Coefficient of Variation | 0.8991 |
numerical
| Approximate Distinct Count | 3890 |
|---|---|
| Approximate Unique (%) | 6.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 1002080 |
| Mean | 48.5395 |
| Minimum | 10.74 |
| Maximum | 75.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 10.74 |
|---|---|
| 5-th Percentile | 24.4815 |
| Q1 | 47.53 |
| Median | 50.15 |
| Q3 | 53.24 |
| 95-th Percentile | 56.59 |
| Maximum | 75.2 |
| Range | 64.46 |
| IQR | 5.71 |
| Mean | 48.5395 |
|---|---|
| Standard Deviation | 8.8654 |
| Variance | 78.5947 |
| Sum | 3.04e+06 |
| Skewness | -2.4607 |
| Kurtosis | 6.9444 |
| Coefficient of Variation | 0.1826 |
numerical
| Approximate Distinct Count | 1966 |
|---|---|
| Approximate Unique (%) | 3.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 1002080 |
| Mean | 1942.0575 |
| Minimum | 0 |
| Maximum | 60000 |
| Zeros | 2698 |
| Zeros (%) | 4.3% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 4 |
| Q1 | 130 |
| Median | 981 |
| Q3 | 1189 |
| 95-th Percentile | 1431 |
| Maximum | 60000 |
| Range | 60000 |
| IQR | 1059 |
| Mean | 1942.0575 |
|---|---|
| Standard Deviation | 7811.5891 |
| Variance | 6.1021e+07 |
| Sum | 1.2163e+08 |
| Skewness | 6.7767 |
| Kurtosis | 45.8573 |
| Coefficient of Variation | 4.0223 |
numerical
| Approximate Distinct Count | 1713 |
|---|---|
| Approximate Unique (%) | 2.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 1002080 |
| Mean | 670.021 |
| Minimum | 400 |
| Maximum | 60000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 400 |
|---|---|
| 5-th Percentile | 400 |
| Q1 | 400 |
| Median | 400 |
| Q3 | 438 |
| 95-th Percentile | 723 |
| Maximum | 60000 |
| Range | 59600 |
| IQR | 38 |
| Mean | 670.021 |
|---|---|
| Standard Deviation | 1905.8854 |
| Variance | 3.6324e+06 |
| Sum | 4.1963e+07 |
| Skewness | 12.4595 |
| Kurtosis | 204.5502 |
| Coefficient of Variation | 2.8445 |
numerical
| Approximate Distinct Count | 1830 |
|---|---|
| Approximate Unique (%) | 2.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 1002080 |
| Mean | 12942.4539 |
| Minimum | 10668 |
| Maximum | 13803 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 10668 |
|---|---|
| 5-th Percentile | 12721.45 |
| Q1 | 12830 |
| Median | 12924 |
| Q3 | 13109 |
| 95-th Percentile | 13256 |
| Maximum | 13803 |
| Range | 3135 |
| IQR | 279 |
| Mean | 12942.4539 |
|---|---|
| Standard Deviation | 272.4643 |
| Variance | 74236.7976 |
| Sum | 8.1059e+08 |
| Skewness | -2.91 |
| Kurtosis | 18.9772 |
| Coefficient of Variation | 0.02105 |
numerical
| Approximate Distinct Count | 2659 |
|---|---|
| Approximate Unique (%) | 4.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 1002080 |
| Mean | 19754.2579 |
| Minimum | 15317 |
| Maximum | 21410 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 15317 |
|---|---|
| 5-th Percentile | 19380 |
| Q1 | 19435 |
| Median | 19501 |
| Q3 | 20078 |
| 95-th Percentile | 20677 |
| Maximum | 21410 |
| Range | 6093 |
| IQR | 643 |
| Mean | 19754.2579 |
|---|---|
| Standard Deviation | 609.5132 |
| Variance | 371506.2879 |
| Sum | 1.2372e+09 |
| Skewness | -1.6846 |
| Kurtosis | 11.0907 |
| Coefficient of Variation | 0.03085 |
numerical
| Approximate Distinct Count | 2213 |
|---|---|
| Approximate Unique (%) | 3.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 1002080 |
| Mean | 938.6276 |
| Minimum | 930.852 |
| Maximum | 939.861 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 930.852 |
|---|---|
| 5-th Percentile | 936.849 |
| Q1 | 938.7 |
| Median | 938.816 |
| Q3 | 939.418 |
| 95-th Percentile | 939.719 |
| Maximum | 939.861 |
| Range | 9.009 |
| IQR | 0.718 |
| Mean | 938.6276 |
|---|---|
| Standard Deviation | 1.3313 |
| Variance | 1.7725 |
| Sum | 5.8786e+07 |
| Skewness | -3.6039 |
| Kurtosis | 17.4825 |
| Coefficient of Variation | 0.001418 |
numerical
| Approximate Distinct Count | 1337 |
|---|---|
| Approximate Unique (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 1002080 |
| Mean | 100.5943 |
| Minimum | 0 |
| Maximum | 14333.69 |
| Zeros | 140 |
| Zeros (%) | 0.2% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0.3 |
| Q1 | 1.28 |
| Median | 1.81 |
| Q3 | 2.09 |
| 95-th Percentile | 2.56 |
| Maximum | 14333.69 |
| Range | 14333.69 |
| IQR | 0.81 |
| Mean | 100.5943 |
|---|---|
| Standard Deviation | 922.5242 |
| Variance | 851050.9819 |
| Sum | 6.3002e+06 |
| Skewness | 10.7524 |
| Kurtosis | 122.7508 |
| Coefficient of Variation | 9.1707 |
numerical
| Approximate Distinct Count | 1351 |
|---|---|
| Approximate Unique (%) | 2.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 1002080 |
| Mean | 184.4678 |
| Minimum | 0 |
| Maximum | 45432.26 |
| Zeros | 118 |
| Zeros (%) | 0.2% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0.31 |
| Q1 | 1.34 |
| Median | 1.88 |
| Q3 | 2.18 |
| 95-th Percentile | 2.66 |
| Maximum | 45432.26 |
| Range | 45432.26 |
| IQR | 0.84 |
| Mean | 184.4678 |
|---|---|
| Standard Deviation | 1976.3056 |
| Variance | 3.9058e+06 |
| Sum | 1.1553e+07 |
| Skewness | 14.1459 |
| Kurtosis | 228.1873 |
| Coefficient of Variation | 10.7136 |
numerical
| Approximate Distinct Count | 3093 |
|---|---|
| Approximate Unique (%) | 4.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 1002080 |
| Mean | 491.4636 |
| Minimum | 0 |
| Maximum | 61482.03 |
| Zeros | 182 |
| Zeros (%) | 0.3% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 2.02 |
| Q1 | 8.82 |
| Median | 12.45 |
| Q3 | 14.42 |
| 95-th Percentile | 17.61 |
| Maximum | 61482.03 |
| Range | 61482.03 |
| IQR | 5.6 |
| Mean | 491.4636 |
|---|---|
| Standard Deviation | 4265.6613 |
| Variance | 1.8196e+07 |
| Sum | 3.078e+07 |
| Skewness | 10.0411 |
| Kurtosis | 105.7338 |
| Coefficient of Variation | 8.6795 |
numerical
| Approximate Distinct Count | 4113 |
|---|---|
| Approximate Unique (%) | 6.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 1002080 |
| Mean | 203.5865 |
| Minimum | 0 |
| Maximum | 51914.68 |
| Zeros | 80 |
| Zeros (%) | 0.1% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0.324 |
| Q1 | 1.384 |
| Median | 1.943 |
| Q3 | 2.249 |
| 95-th Percentile | 2.748 |
| Maximum | 51914.68 |
| Range | 51914.68 |
| IQR | 0.865 |
| Mean | 203.5865 |
|---|---|
| Standard Deviation | 2214.7386 |
| Variance | 4.9051e+06 |
| Sum | 1.2751e+07 |
| Skewness | 14.4472 |
| Kurtosis | 238.3367 |
| Coefficient of Variation | 10.8786 |
numerical
| Approximate Distinct Count | 1161 |
|---|---|
| Approximate Unique (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 1002080 |
| Mean | 80.049 |
| Minimum | 0 |
| Maximum | 30026.438 |
| Zeros | 88 |
| Zeros (%) | 0.1% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0.008 |
| Q1 | 0.033 |
| Median | 0.044 |
| Q3 | 0.051 |
| 95-th Percentile | 0.063 |
| Maximum | 30026.438 |
| Range | 30026.438 |
| IQR | 0.018 |
| Mean | 80.049 |
|---|---|
| Standard Deviation | 1083.3832 |
| Variance | 1.1737e+06 |
| Sum | 5.0135e+06 |
| Skewness | 17.7363 |
| Kurtosis | 356.9249 |
| Coefficient of Variation | 13.534 |
numerical
| Approximate Distinct Count | 24994 |
|---|---|
| Approximate Unique (%) | 39.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 1002080 |
| Mean | 10511.3862 |
| Minimum | 0 |
| Maximum | 24993 |
| Zeros | 5 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 626 |
| Q1 | 3625.25 |
| Median | 9336 |
| Q3 | 17164.75 |
| 95-th Percentile | 23427.55 |
| Maximum | 24993 |
| Range | 24993 |
| IQR | 13539.5 |
| Mean | 10511.3862 |
|---|---|
| Standard Deviation | 7597.871 |
| Variance | 5.7728e+07 |
| Sum | 6.5833e+08 |
| Skewness | 0.3242 |
| Kurtosis | -1.2376 |
| Coefficient of Variation | 0.7228 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 4133580 |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 62630 |